|
This paper discusses investigations undertaken at Sun Microsystems, Inc.
into practical forecasting applications of the Bayesian Dynamic Linear
Models described in the seminal work of West and Harrison (1997).
Particular emphasis is placed on the use of class II mixture models,
which use Bayesian model averaging to help accommodate model uncertainty.
Keywords: Forecasting, probability, statistics, time-series.
| 